Basic Statistics

Raw Counts

Name Value
Rows 891
Columns 12
Discrete columns 5
Continuous columns 7
All missing columns 0
Missing observations 177
Complete Rows 714
Total observations 10,692
Memory allocation 189.8 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 3 columns ignored with more than 50 categories.
## name: 891 categories
## ticket: 681 categories
## cabin: 148 categories

QQ Plot

## Warning: Removed 177 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 177 rows containing non-finite values (`stat_qq_line()`).

QQ Plot (by survived)

## Warning: Removed 177 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 177 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## 3 features with more than 20 categories ignored!
## name: 714 categories
## ticket: 542 categories
## cabin: 135 categories

Principal Component Analysis

## 3 features with more than 50 categories ignored!
## name: 714 categories
## ticket: 542 categories
## cabin: 135 categories

Bivariate Distribution

Boxplot (by survived)

## Warning: Removed 177 rows containing non-finite values (`stat_boxplot()`).

Scatterplot (by survived)